Most of the researches on analyzing experimental images of natural sciences are based on feature extraction and end-to-end mapping to obtain valuable experimental target parameters [1]} [2]} [3]}, which can be called as image-to-data task. And most of these researches are based on convolutional neural networks(CNN) and semantic segmentation [4]} [5]}. Although impressive results have been achieved, none of these researches have built a data-to-image model.
